Author

Michael Hecht

Princeton University;

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Biophysics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Dylan Klein· 1 shared Vikas NandaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Dylan Klein

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiophysicsbioRxivPreprintNov 13, 2026

Binary Patterning as a Probe of Protein Language Model Representations

Dylan Klein, Michael Hecht, Vikas Nanda

The paper tests if ESM2 captures sequence grammar for binary patterning in four-helix bundles using synthetic sequences and finds it encodes hydrophobic patterning and physicochemical information.

DOI 10.64898/2026.11.11.765943

protein sequencedeep learning

𝕏 PostBluesky